YOLOv3 + GrabCut

Using YOLOv3 to find the bounding boxes and the OpenCV-bundled version of GrabCut to do segmentation within those bounding boxes (after enlarging them 25%). Red boxes are YOLOv3 bonuding boxes. Shaded black is what GrabCut thought was the foreground.

Done